Carlsson, Emil

6 publications

NeurIPS 2024 Active Preference Learning for Ordering Items In- and Out-of-Sample Herman Bergström, Emil Carlsson, Devdatt Dubhashi, Fredrik D. Johansson

ICMLW 2024 Identifiable Latent Bandits: Combining Observational Data and Exploration for Personalized Healthcare Ahmet Zahid Balcıoğlu, Emil Carlsson, Fredrik D. Johansson

ICMLW 2024 Learning Efficient Recursive Numeral Systems via Reinforcement Learning Jonathan David Thomas, Andrea Silvi, Devdatt Dubhashi, Emil Carlsson, Moa Johansson

AISTATS 2024 Pure Exploration in Bandits with Linear Constraints Emil Carlsson, Debabrota Basu, Fredrik Johansson, Devdatt Dubhashi

TMLR 2023 Fast Treatment Personalization with Latent Bandits in Fixed-Confidence Pure Exploration Newton Mwai Kinyanjui, Emil Carlsson, Fredrik D. Johansson

IJCAI 2021 Thompson Sampling for Bandits with Clustered Arms Emil Carlsson, Devdatt P. Dubhashi, Fredrik D. Johansson